A multimodal cell census and atlas of the mammalian primary motor cortex

BRAIN Initiative Cell Census Network (BICCN)(Salk Institute for Biological Studies), BRAIN Initiative Cell Census Network (BICCN) Corresponding authors(University of California, Los Angeles), Edward M. Callaway(Salk Institute for Biological Studies), Hong‐Wei Dong(University of Southern California), Joseph R. Ecker(Salk Institute for Biological Studies), Michael Hawrylycz(Allen Institute for Brain Science), Z. Josh Huang(Duke University), Ed S. Lein(Allen Institute for Brain Science), John Ngai(University of California San Diego), Pavel Osten(Baylor College of Medicine), Bing Ren(University of Maryland, Baltimore), Andreas S. Tolias(Allen Institute for Brain Science), Owen White(University of Maryland, Baltimore), Hongkui Zeng(Allen Institute for Brain Science), Xiaowei Zhuang(Salk Institute for Biological Studies), BICCN contributing principal investigators(Sanford Burnham Prebys Medical Discovery Institute), Giorgio A. Ascoli(McGovern Institute for Brain Research), M. Margarita Behrens(Salk Institute for Biological Studies), Jerold Chun(Sanford Burnham Prebys Medical Discovery Institute), Guoping Feng(Broad Institute), James C. Gee(University of Maryland, Baltimore), Satrajit Ghosh(University of California San Diego), Yaroslav O. Halchenko(Dartmouth College), Ronna Hertzano(University of Maryland, Baltimore), Byung Kook Lim(California Institute of Technology), Maryann E. Martone(Pittsburgh Supercomputing Center), Lydia Ng(Broad Institute), Lior Pachter(California Institute of Technology), Alexander J. Ropelewski(Pittsburgh Supercomputing Center), Timothy L. Tickle(Broad Institute), X. William Yang(University of California, Los Angeles), Kun Zhang(Allen Institute for Brain Science), Principal manuscript editors(Allen Institute for Brain Science), Manuscript writing and figure generation(Allen Institute for Brain Science), Trygve E. Bakken(Allen Institute for Brain Science), Philipp Berens(Bernstein Center for Computational Neuroscience Tübingen), Tanya L. Daigle(Allen Institute for Brain Science), Julie A. Harris(Salk Institute for Biological Studies), Nikolas L. Jorstad(Allen Institute for Brain Science), Brian Kalmbach(Allen Institute for Brain Science), Dmitry Kobak(Allen Institute for Brain Science), Yang Eric Li(Anhui University), Hanqing Liu(Salk Institute for Biological Studies), Katherine S. Matho(Allen Institute for Brain Science), Eran A. Mukamel(University of California San Diego), Maitham Naeemi(Allen Institute for Brain Science), Federico Scala(Salk Institute for Biological Studies), Pengcheng Tan(Salk Institute for Biological Studies), Jonathan T. Ting(Allen Institute for Brain Science), Fangming Xie(University of California San Diego), Meng Zhang(Allen Institute for Brain Science), Zhuzhu Zhang(Salk Institute for Biological Studies), Jingtian Zhou(Salk Institute for Biological Studies), Brian Zingg(University of Southern California), Analysis coordination(Allen Institute for Brain Science), Integrated data analysis(University of California San Diego), Ethan J. Armand(Allen Institute for Brain Science), Zizhen Yao(Allen Institute for Brain Science), scRNA-seq and snRNA-seq data generation and processing(Broad Institute), Darren Bertagnolli(Allen Institute for Brain Science), Tamara Casper(Allen Institute for Brain Science), Kirsten Crichton(Allen Institute for Brain Science), Nick Dee(Allen Institute for Brain Science), Dinh Diep(Karolinska Institutet), Song‐Lin Ding(Allen Institute for Brain Science), Weixiu Dong(Harvard University), Elizabeth L. Dougherty(Broad Institute), Olivia Fong(Allen Institute for Brain Science), Melissa Goldman(Allen Institute for Brain Science), Jeff Goldy(Allen Institute for Brain Science), Rebecca D. Hodge(Allen Institute for Brain Science), Lijuan Hu(Broad Institute), C. Dirk Keene(Broad Institute), Fenna M. Krienen(Allen Institute for Brain Science), Matthew Kroll(Broad Institute), Blue B. Lake(Allen Institute for Brain Science), Kanan Lathia(Allen Institute for Brain Science), Sten Linnarsson(Allen Institute for Brain Science), Christine S. Liu(Sanford Burnham Prebys Medical Discovery Institute), Evan Z. Macosko(Broad Institute), Steven A. McCarroll(Broad Institute), Delissa McMillen(Allen Institute for Brain Science), Naeem Nadaf(Broad Institute), Thuc Nghi Nguyen(Allen Institute for Brain Science), Carter R. Palmer(Sanford Burnham Prebys Medical Discovery Institute), Thanh Pham(Allen Institute for Brain Science), Nongluk Plongthongkum(Allen Institute for Brain Science), Nora Reed(Allen Institute for Brain Science), Aviv Regev(Broad Institute), Christine Rimorin(Allen Institute for Brain Science), William J. Romanow(Allen Institute for Brain Science), Stephen Savoia(Allen Institute for Brain Science), Kimberly Siletti(Broad Institute), Kimberly A. Smith(Allen Institute for Brain Science), Josef Šulc(Allen Institute for Brain Science), Bosiljka Tasic(Allen Institute for Brain Science), Michael Tieu(Salk Institute for Biological Studies), Amy Torkelson(Salk Institute for Biological Studies), Herman Tung(Salk Institute for Biological Studies), Cindy T. J. van Velthoven(Allen Institute for Brain Science), Charles Vanderburg(Broad Institute), Anna Marie Yanny(Allen Institute for Brain Science), ATAC-seq data generation and processing(Salk Institute for Biological Studies), Rongxin Fang(Salk Institute for Biological Studies), Xiaomeng Hou(Salk Institute for Biological Studies), Jacinta Lucero(Salk Institute for Biological Studies), Julia Osteen(Salk Institute for Biological Studies), António Pinto‐Duarte(Salk Institute for Biological Studies), Olivier Poirion(Salk Institute for Biological Studies), Sebastian Preißl(Salk Institute for Biological Studies), Xinxin Wang(Salk Institute for Biological Studies), Methylcytosine data production and analysis(Salk Institute for Biological Studies), Andrew Aldridge(Salk Institute for Biological Studies), Anna Bartlett(Salk Institute for Biological Studies), Lara Boggeman(Salk Institute for Biological Studies), Carolyn O’Connor(Salk Institute for Biological Studies), Rosa Castanon(Salk Institute for Biological Studies), Huaming Chen(Salk Institute for Biological Studies), Conor Fitzpatrick(Salk Institute for Biological Studies), Chongyuan Luo(Salk Institute for Biological Studies), Joseph R. Nery(Salk Institute for Biological Studies), Michael Nunn(Salk Institute for Biological Studies), Angeline Rivkin(Salk Institute for Biological Studies), Wei Tian(Salk Institute for Biological Studies), Epi-retro-seq data generation and processing(Salk Institute for Biological Studies), Bertha Dominguez(Salk Institute for Biological Studies), Tony Ito-Cole(Broad Institute), Matthew W. Jacobs(California Institute of Technology), Xin Jin(Salk Institute for Biological Studies), Cheng-Ta Lee(Salk Institute for Biological Studies), Kuo‐Fen Lee(Salk Institute for Biological Studies), Paula Assakura Miyazaki(Salk Institute for Biological Studies), Yan Pang(Salk Institute for Biological Studies), Mohammad Rashid(Salk Institute for Biological Studies), Jared B. Smith(Salk Institute for Biological Studies), Minh Vu(Salk Institute for Biological Studies), Elora Williams(Salk Institute for Biological Studies), ‘Omics data analysis(University of Padua), Tommaso Biancalani(Broad Institute), A. Sina Booeshaghi(California Institute of Technology), Megan Crow(Cold Spring Harbor Laboratory), Sandrine Dudoit(California Institute of Technology), Stephan Fischer(Broad Institute), Jesse Gillis(Cold Spring Harbor Laboratory), Qiwen Hu(Harvard University), Peter V. Kharchenko(Harvard University), Sheng-Yong Niu(Salk Institute for Biological Studies), Vasilis Ntranos(University of California, Los Angeles), Elizabeth Purdom(University of California, Berkeley), Davide Risso(University of Southern California), Hector Roux de Bézieux(Cold Spring Harbor Laboratory), Saroja Somasundaram(Allen Institute for Brain Science), Kelly Street(University of Southern California), Valentine Svensson(California Institute of Technology), Eeshit Dhaval Vaishnav(Broad Institute), Koen Van Den Berge(Allen Institute for Brain Science), Joshua D. Welch(Cold Spring Harbor Laboratory), Tracing and connectivity data generation(University of California, Berkeley), Xu An(Duke University), Helen S. Bateup(Chan Zuckerberg Initiative (United States)), Ian Bowman(University of Southern California), Rebecca K. Chance(Cold Spring Harbor Laboratory), Nicholas N. Foster(University of Southern California), William Galbavy(Cold Spring Harbor Laboratory), Hui Gong(Suzhou Research Institute), Lin Gou(University of Southern California), Joshua Hatfield(Duke University), Houri Hintiryan(University of Southern California), Karla E. Hirokawa(Allen Institute for Brain Science), Gukhan Kim(Allen Institute for Brain Science), Daniel J. Kramer(Wenzhou Medical University), Anan Li(Anhui University), Xiangning Li(Cold Spring Harbor Laboratory), Qingming Luo(Hainan University), Rodrigo Muñoz-Castañeda(Anhui University), David Stafford(Hainan University), Morphology data generation and reconstruction(Southeast University), Zhao Feng(Allen Institute for Brain Science), Xueyan Jia(Suzhou Research Institute), Shengdian Jiang(Allen Institute for Brain Science), Tao Jiang(Shanghai University), Xiuli Kuang(Shanghai University of Engineering Science), Rachael Larsen(Allen Institute for Brain Science), Phil Lesnar(Allen Institute for Brain Science), Yaoyao Li(Anhui University), Yuanyuan Li(Anhui University), Lijuan Liu(Southeast University), Hanchuan Peng(Cold Spring Harbor Laboratory), Lei Qu(Anhui University), Miao Ren(Hainan University), Zongcai Ruan(Southeast University), Elise Shen(Allen Institute for Brain Science), Yuanyuan Song(Cold Spring Harbor Laboratory), Wayne Wakeman(Allen Institute for Brain Science), Peng Wang(Shanghai University), Yimin Wang(Allen Institute for Brain Science), Yun Wang(Allen Institute for Brain Science), Lulu Yin(Southeast University), Jing Yuan(Allen Institute for Brain Science), Sujun Zhao(Southeast University), Xuan Zhao(Southeast University), OLST/STPT and other data generation(Allen Institute for Brain Science), Arun Narasimhan(Howard Hughes Medical Institute), Ramesh Palaniswamy(Allen Institute for Brain Science), Morphology, connectivity and imaging analysis(Baylor College of Medicine), Samik Banerjee(Cold Spring Harbor Laboratory), Liya Ding(University of California, San Francisco), Dhananjay Huilgol(Duke University), Bing‐Xing Huo(Allen Institute for Brain Science), Hsien-Chi Kuo(Allen Institute for Brain Science), Sophie Laturnus(University of Washington), Xu Li(Cold Spring Harbor Laboratory), Partha P. Mitra(University of Washington), Judith Mizrachi(Baylor College of Medicine), Quanxin Wang(Allen Institute for Brain Science), Peng Xie(Allen Institute for Brain Science), Feng Xiong(Allen Institute for Brain Science), Yang Yu(Allen Institute for Brain Science), Spatially resolved single-cell transcriptomics (MERFISH)(Allen Institute for Brain Science), Stephen W. Eichhorn(Howard Hughes Medical Institute), Multimodal profiling (Patch-seq)(University of California, Berkeley), Jim Berg(Allen Institute for Brain Science), Matteo Bernabucci(Baylor College of Medicine), Yves Bernaerts(University of California, Los Angeles), Cathryn R. Cadwell(University of Maryland, Baltimore), Jesus Ramon Castro(University of Maryland, Baltimore), Rachel Dalley(Allen Institute for Brain Science), Leonard Hartmanis(University of Maryland, Baltimore), Gregory D. Horwitz(University of Maryland, Baltimore), Xiaolong Jiang(Johns Hopkins University), Andrew L. Ko(University of Maryland, Baltimore), Elanine Miranda(University of Maryland, Baltimore), Shalaka Mulherkar(University of Maryland, Baltimore), Philip R. Nicovich(University of Maryland, Baltimore), Scott F. Owen(University of Maryland, Baltimore), Rickard Sandberg(Karolinska Institutet), Staci A. Sorensen(University of Maryland, Baltimore), Zheng Huan Tan(University of Maryland, Baltimore), Transgenic tools(University of Maryland, Baltimore), Shona W. Allen(University of Maryland, Baltimore), Dirk Hockemeyer(University of Maryland, Baltimore), Angus Y. Lee(University of Maryland, Baltimore), Matthew B. Veldman(University of California, Los Angeles), NeMO archive and analytics(Community Catalyst), Ricky S. Adkins(University of Maryland, Baltimore), Seth A. Ament(University of Maryland, Baltimore), Héctor Corrada Bravo(University of California San Diego), Robert Carter(Broad Institute), Apaala Chatterjee(Broad Institute), Carlo Colantuoni(University of Maryland, Baltimore), Jonathan Crabtree(Broad Institute), Heather H. Creasy(University of Maryland, Baltimore), Victor Felix(Broad Institute), Michelle Giglio(Broad Institute), Brian R. Herb(University of Maryland, Baltimore), Jayaram Kancherla(Cold Spring Harbor Laboratory), Anup Mahurkar(University of Maryland, Baltimore), Carrie McCracken(University of Maryland, Baltimore), Lance Nickel(University of Maryland, Baltimore), Dustin Olley(University of Maryland, Baltimore), Joshua Orvis(University of Maryland, Baltimore), Michael Schor(University of Maryland, Baltimore), Greg Hood(Pittsburgh Supercomputing Center), DANDI archive, Ben Dichter(Community Catalyst), Michael Grauer(Kitware (United States)), Brian Helba(Kitware (United States)), Anita Bandrowski(University of California San Diego), Nikolaos Barkas(Broad Institute), Benjamin Carlin(Broad Institute), Florence D. D’Orazi, Kylee Degatano(Broad Institute), Tom Gillespie(University of California San Diego), Farzaneh Khajouei(Broad Institute), Kishori M. Konwar(Broad Institute), Carol L. Thompson(Allen Institute for Brain Science), Project management, Kathleen Kelly(Cold Spring Harbor Laboratory), Stephanie Mok(Allen Institute for Brain Science), Susan M. Sunkin(Allen Institute for Brain Science)
Nature
October 6, 2021
Cited by 565Open Access
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Abstract

Abstract Here we report the generation of a multimodal cell census and atlas of the mammalian primary motor cortex as the initial product of the BRAIN Initiative Cell Census Network (BICCN). This was achieved by coordinated large-scale analyses of single-cell transcriptomes, chromatin accessibility, DNA methylomes, spatially resolved single-cell transcriptomes, morphological and electrophysiological properties and cellular resolution input–output mapping, integrated through cross-modal computational analysis. Our results advance the collective knowledge and understanding of brain cell-type organization 1–5 . First, our study reveals a unified molecular genetic landscape of cortical cell types that integrates their transcriptome, open chromatin and DNA methylation maps. Second, cross-species analysis achieves a consensus taxonomy of transcriptomic types and their hierarchical organization that is conserved from mouse to marmoset and human. Third, in situ single-cell transcriptomics provides a spatially resolved cell-type atlas of the motor cortex. Fourth, cross-modal analysis provides compelling evidence for the transcriptomic, epigenomic and gene regulatory basis of neuronal phenotypes such as their physiological and anatomical properties, demonstrating the biological validity and genomic underpinning of neuron types. We further present an extensive genetic toolset for targeting glutamatergic neuron types towards linking their molecular and developmental identity to their circuit function. Together, our results establish a unifying and mechanistic framework of neuronal cell-type organization that integrates multi-layered molecular genetic and spatial information with multi-faceted phenotypic properties.


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